MPILS: An Automatic Tuner for MILP Solvers

The parameter configuration problem consists of finding a parameter configuration that gives a particular algorithm the best performance. This paper introduces a new multi-phase tuner based on the iterated local search meta-heuristic. This tuner addresses the parameter configuration problem for dete...

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Bibliographic Details

Published in:	Computers & operations research Vol. 159; p. 106344
Main Authors:	Himmich, Ilyas, Er Raqabi, El Mehdi, El Hachemi, Nizar, El Hallaoui, Issmaïl, Metrane, Abdelmoutalib, Soumis, François
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.11.2023
Subjects:	Automatic algorithm configuration CPLEX Machine learning Metaheuristics MILP solvers Parameter configuration problem Automatic algorithm configuration Parameter configuration problem MILP solvers Metaheuristics Machine learning CPLEX
ISSN:	0305-0548
Online Access:	Get full text
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